3D Shape Generation on ShapeNet Airplane v2 (test)
61.921-NNA (CD)DoSs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DoSsDiffusion state=superquadrics (128×15), Size (KB)=7, Inference (s/shape)=0.62026.06 | 61.92 | 46.77 | |
| DiT-3DDiffusion state=voxels (32^3×3), Size (KB)=384, Inference (s/shape)=12*2026.06 | 62.35 | 53.16 | |
| MeshDiffusionDiffusion state=hybrid (64^3×4), Size (KB)=40962026.06 | 66.44 | 47.34 | |
| LIONDiffusion state=latent (128+8192), Size (KB)=33, Inference (s/shape)=27.122026.06 | 67.41 | 47.16 | |
| TIGERDiffusion state=points (2048×3), Size (KB)=24, Inference (s/shape)=9.732026.06 | 71.85 | — | |
| PVDDiffusion state=points (2048×3), Size (KB)=24, Inference (s/shape)=29.92026.06 | 73.82 | 48.88 | |
| DPMDiffusion state=points (2048×3), Size (KB)=24, Inference (s/shape)=22.82026.06 | 76.42 | 48.64 |